Let's build something
I design and build production AI systems — from real-time video pipelines to autonomous trading agents. If you need an engineer who ships infrastructure that actually runs, let's talk.
What I do
AI Video Pipeline Architecture
Multi-model inference chains for live video: object detection, pose estimation, segmentation, and LLM-powered autonomous directing. Built and shipped at Monks on multi-GPU infrastructure.
Trading System Development
Quantitative research pipelines, walk-forward backtesting, and autonomous trading agents. Built and deployed live systems with real-time inference and full transparency.
RAG & Agent System Design
Multi-agent orchestration, structured reasoning, and retrieval-augmented generation. Context-aware systems that decompose complex tasks across coordinated sub-agents.
ML Infrastructure
Real-time inference serving, GPU pipeline optimization, model deployment, and monitoring. Production ML that handles throughput constraints and hardware limits.
How I work
Engagement
Hourly or project-based. Scoped deliverables, clear milestones, no fluff.
Remote & async
Timezone-flexible. I communicate through docs, PRs, and short sync calls when needed.
Full stack
From GPU kernels to deployment pipelines. I own the problem end-to-end.
Proof points
- Media.Monks (S4 Capital) — Lead engineer on real-time AI video production platform with 7+ ML models
- Banco do Brasil — Enterprise systems for one of Latin America's largest banks
- Angola National Tax System — Government-scale fiscal infrastructure
- Curupira — Open-source quant research lab with 31+ strategies tested and published
- 12+ years building production software across fintech, media, and government
Get in touch
Describe your project and I'll get back to you within 48 hours.